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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@brucebentley
brucebentley / iOS Shortcuts Catalog.md
Last active April 6, 2026 07:03
This is a public resource designed to help people get started with Siri Shortcuts & the Shortcuts app. It’s made up of the Shortcuts Library, a collection of over 125+ shortcuts grouped into folders, and the Action Directory, a documentation of 125+ of the actions in the Shortcuts app used to build shortcuts.

Bruce's iOS Shortcut Catalog

Hello and welcome to my Shortcuts Catalog!

This is a public resource designed to help people get started with Siri Shortcuts and the Shortcuts app.

It’s made up of the Shortcuts Library, a collection of over 125+ shortcuts grouped into folders, and the Action Directory, a documentation of 125+ of the actions in the Shortcuts app used to build shortcuts.

Enjoy!

@farzaa
farzaa / wiki-gen-skill.md
Last active April 6, 2026 07:02
personal_wiki_skill.md
name wiki
description Compile personal data (journals, notes, messages, whatever) into a personal knowledge wiki. Ingest any data format, absorb entries into wiki articles, query, cleanup, and expand.
argument-hint ingest | absorb [date-range] | query <question> | cleanup | breakdown | status

Personal Knowledge Wiki

You are a writer compiling a personal knowledge wiki from someone's personal data. Not a filing clerk. A writer. Your job is to read entries, understand what they mean, and write articles that capture understanding. The wiki is a map of a mind.